人工智能:
人工智能是计算机科学领域,与制造经过编程能够像人脑一样思考和解决问题的机器相关。这些机器可以执行类似人类的任务,也可以像人类一样从过去的经验中学习。人工智能涉及计算机科学的高级算法和理论。它广泛用于机器人和游戏。
商业智能:
商业智能是一组技术、程序和应用程序,可帮助我们将原始数据转换为可实际用于决策的有意义的信息。它涉及通过统计方法进行数据分析。它结合了数据挖掘、数据仓库技术和各种工具来提取更多数据驱动的信息。它涉及数据处理,然后将数据用于决策。
下表是人工智能和商业智能之间的区别表:
Factors | Artificial Intelligence | Business Intelligence |
---|---|---|
Concept | Artificial intelligence involves human like computer intelligence. | Business intelligence involves intelligent decision making. |
Focus | It deals with principles of statistical analysis. | It deals with machine learning and deep learning algorithms. |
Application | It is mainly used in robotics, image recognition, virtual gaming, fuzzy logic etc. | It is used in data extraction and data warehousing techniques. |
Scope | Its scope is associated with events of the future. | Its scope is associated by what has happened in the past. |
Contributions | It contributes to the subjects like biology and computer science. | It contributes to OLAP, enterprise reporting and data analysis. |
Algorithm | It uses the BFS(breadth first algorithm) and follows the FIFO principle. | It uses the linear aggression module for classifying data. |
Drawback | It has drawbacks such as threat to privacy and safety. | It has drawbacks like improper technology and misuse of data. |
Intention | The main intention of Artificial intelligence is to develop the machines which are capable of working like the human brain. | The main intention of business intelligence is analyzing data and predicting the future from the past data. |
Tools | It uses complex algorithms to make logic. | It uses spreadsheets, query software, data mining tools for analysis. |